File size: 62,468 Bytes
bbe2211 6814bd9 befdeeb d83d0aa 90f508c bbe2211 d203412 d6a094c 0212d29 cd0e1e1 d6a094c 7655fd6 befdeeb 7655fd6 195ab9a 53ffd9a 195ab9a b315041 53ffd9a 7655fd6 0212d29 b315041 befdeeb b315041 befdeeb b315041 befdeeb 53ffd9a a438938 90f508c 7655fd6 d83d0aa 7655fd6 6814bd9 53ffd9a d83d0aa 53ffd9a f1b5608 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 eddad90 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 3621c2a 2eed631 3621c2a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 d83d0aa 2eed631 53ffd9a 2eed631 3621c2a 2eed631 3621c2a 2eed631 3621c2a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 53ffd9a 2eed631 0212d29 53ffd9a d83d0aa 53ffd9a d83d0aa 53ffd9a 0212d29 d83d0aa 7655fd6 f1b5608 7655fd6 6814bd9 53ffd9a 6814bd9 d203412 7655fd6 befdeeb 7655fd6 0212d29 befdeeb 53ffd9a befdeeb 53ffd9a befdeeb 53ffd9a befdeeb 53ffd9a befdeeb 53ffd9a 6814bd9 53ffd9a 6814bd9 d6a094c 7655fd6 f1b5608 7655fd6 0212d29 53ffd9a 6814bd9 53ffd9a 6814bd9 16a1427 7655fd6 f1b5608 7655fd6 0212d29 53ffd9a 6814bd9 53ffd9a 6814bd9 f4e5271 d83d0aa f4e5271 d83d0aa 0212d29 53ffd9a 3621c2a b315041 53ffd9a 3621c2a b315041 53ffd9a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 998 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 1058 | """
Gradio-only UI components for ARF
Ensures full compatibility with app.py
NOW WITH REAL ARF INSTALLATION DETECTION
UPDATED: Added realism panel integration for Tab 1
UPDATED: Added dynamic performance metrics function for Phase 2
"""
import gradio as gr
from typing import Dict, List, Any
import logging
logger = logging.getLogger(__name__)
# Try to import scenarios from registry first
try:
from config.scenario_registry import ScenarioRegistry
INCIDENT_SCENARIOS = ScenarioRegistry.load_scenarios()
logger.info(f"Loaded {len(INCIDENT_SCENARIOS)} scenarios from registry")
except ImportError:
logger.warning("Scenario registry not available, falling back to demo scenarios")
from demo.scenarios import INCIDENT_SCENARIOS
# -----------------------------
# Header & Status - UPDATED WITH INSTALLATION CHECK
# -----------------------------
def create_header(version="3.3.9") -> gr.HTML:
return gr.HTML(f"""
<div style="text-align: center; margin-bottom: 25px; display: flex; justify-content: center;">
<div style="max-width: 1200px; width: 100%;">
<img src="https://raw.githubusercontent.com/petterjuan/agentic-reliability-framework/main/assets/agentic-reliability-banner.png"
alt="Agentic Reliability Framework"
style="width: 100%; height: auto; border-radius: 12px; box-shadow: 0 8px 32px rgba(59, 130, 246, 0.15);">
<div style="margin-top: 20px;">
<h2 style="margin: 0 0 8px 0; font-size: 24px; color: #1e293b; font-weight: 600;">
v{version} (OSS + Enterprise Edition)
</h2>
<p style="margin: 0 0 15px 0; font-size: 16px; color: #64748b; max-width: 600px; margin-left: auto; margin-right: auto;">
Production-grade multi-agent AI for autonomous system reliability intelligence
</p>
<!-- Clean Architecture Badge -->
<div style="display: inline-block; padding: 8px 20px; background: linear-gradient(135deg, #f0f9ff 0%, #dbeafe 100%);
border: 2px solid #3b82f6; border-radius: 20px; font-size: 14px; font-weight: 600; color: #1e40af;">
🏗️ Architecture: OSS advises → Enterprise executes
</div>
</div>
</div>
</div>
""")
def create_status_bar() -> gr.HTML:
return gr.HTML("""
<div style="display: flex; justify-content: center; gap: 15px; margin-bottom: 30px; padding: 15px; background: #f8fafc; border-radius: 12px; border: 1px solid #e2e8f0; flex-wrap: wrap;">
<span style="padding: 8px 16px; background: #10b981; color: white; border-radius: 8px; font-size: 14px; font-weight: 500; display: flex; align-items: center; gap: 6px; border: 1px solid #10b981;">
✅ System Online
</span>
<span style="padding: 8px 16px; background: #8b5cf6; color: white; border-radius: 8px; font-size: 14px; font-weight: 500; display: flex; align-items: center; gap: 6px; border: 1px solid #8b5cf6;">
✅ ARF OSS v3.3.9
</span>
<span style="padding: 8px 16px; background: #3b82f6; color: white; border-radius: 8px; font-size: 14px; font-weight: 500; display: flex; align-items: center; gap: 6px; border: 1px solid #3b82f6;">
🏢 Enterprise Edition
</span>
</div>
""")
# -----------------------------
# Performance Metrics Function - NEW FOR PHASE 2
# -----------------------------
def update_performance_metrics(scenario_name: str, scenarios=INCIDENT_SCENARIOS) -> tuple:
"""
Update performance metrics based on scenario
Returns: (detection_time_html, mttr_html, auto_heal_html, savings_html)
Different metrics based on scenario type:
- Cache scenarios: Fast detection, moderate recovery
- Database scenarios: Medium detection, slower recovery
- Kubernetes scenarios: Slower detection, fast recovery
- Network scenarios: Very fast detection, very fast recovery
- Storage scenarios: Fast detection, slow recovery
"""
# Scenario-specific metrics mapping
metrics_config = {
# Cache scenarios
"Cache": {
"detection_time": ("45s", "↓89%", "#3b82f6"),
"mttr": ("12m", "↓73%", "#10b981"),
"auto_heal": ("81.7%", "↑5.4×", "#8b5cf6"),
"savings_multiplier": 0.85
},
# Database scenarios
"Database": {
"detection_time": ("38s", "↓91%", "#3b82f6"),
"mttr": ("18m", "↓68%", "#10b981"),
"auto_heal": ("74.3%", "↑4.8×", "#8b5cf6"),
"savings_multiplier": 0.82
},
# Kubernetes scenarios
"Kubernetes": {
"detection_time": ("52s", "↓87%", "#3b82f6"),
"mttr": ("15m", "↓71%", "#10b981"),
"auto_heal": ("79.2%", "↑5.1×", "#8b5cf6"),
"savings_multiplier": 0.83
},
# Network scenarios
"Network": {
"detection_time": ("28s", "↓93%", "#3b82f6"),
"mttr": ("8m", "↓82%", "#10b981"),
"auto_heal": ("88.5%", "↑6.2×", "#8b5cf6"),
"savings_multiplier": 0.88
},
# Storage scenarios
"Storage": {
"detection_time": ("35s", "↓92%", "#3b82f6"),
"mttr": ("22m", "↓65%", "#10b981"),
"auto_heal": ("71.8%", "↑4.6×", "#8b5cf6"),
"savings_multiplier": 0.80
},
# Default (fallback)
"Default": {
"detection_time": ("42s", "↓90%", "#3b82f6"),
"mttr": ("14m", "↓70%", "#10b981"),
"auto_heal": ("78.9%", "↑5.0×", "#8b5cf6"),
"savings_multiplier": 0.85
}
}
# Determine scenario type
scenario_type = "Default"
for key in ["Cache", "Database", "Kubernetes", "Network", "Storage"]:
if key.lower() in scenario_name.lower():
scenario_type = key
break
# Get metrics for scenario type
metrics = metrics_config.get(scenario_type, metrics_config["Default"])
# Get scenario data for savings calculation
scenario_data = scenarios.get(scenario_name, {})
business_impact = scenario_data.get("business_impact", {})
revenue_loss = business_impact.get('revenue_loss_per_hour', 8500)
savings_amount = int(revenue_loss * metrics["savings_multiplier"] / 1000)
# Create HTML for each metric card
detection_time_html = f"""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid {metrics['detection_time'][2]};">
<div style="font-size: 28px; margin-bottom: 10px;">⏱️</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Detection Time</h4>
<p style="font-size: 28px; font-weight: bold; color: {metrics['detection_time'][2]}; margin: 8px 0;">{metrics['detection_time'][0]}</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">{metrics['detection_time'][1]} faster than average</p>
</div>
</div>
"""
mttr_html = f"""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid {metrics['mttr'][2]};">
<div style="font-size: 28px; margin-bottom: 10px;">⚡</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Mean Time to Resolve</h4>
<p style="font-size: 28px; font-weight: bold; color: {metrics['mttr'][2]}; margin: 8px 0;">{metrics['mttr'][0]}</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">{metrics['mttr'][1]} faster than manual</p>
</div>
</div>
"""
auto_heal_html = f"""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid {metrics['auto_heal'][2]};">
<div style="font-size: 28px; margin-bottom: 10px;">🤖</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Auto-Heal Rate</h4>
<p style="font-size: 28px; font-weight: bold; color: {metrics['auto_heal'][2]}; margin: 8px 0;">{metrics['auto_heal'][0]}</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">{metrics['auto_heal'][1]} industry average</p>
</div>
</div>
"""
savings_html = f"""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid #f59e0b;">
<div style="font-size: 28px; margin-bottom: 10px;">💰</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Cost Saved</h4>
<p style="font-size: 28px; font-weight: bold; color: #f59e0b; margin: 8px 0;">${savings_amount:.1f}K</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">Per incident avoided</p>
</div>
</div>
"""
logger.info(f"✅ Updated performance metrics for {scenario_name} ({scenario_type} type)")
return detection_time_html, mttr_html, auto_heal_html, savings_html
# -----------------------------
# Tab 1: Live Incident Demo - UPDATED WITH REALISM PANEL
# -----------------------------
def create_tab1_incident_demo(scenarios=INCIDENT_SCENARIOS, default_scenario="Cache Miss Storm") -> tuple:
"""
Create an expressive, comprehensive incident demo tab for ARF.
Shows the complete OSS analysis → Enterprise execution workflow.
UPDATED: Now includes realism panel for enterprise-seasoned SRE experience
"""
# Get the default scenario data
default_scenario_data = scenarios.get(default_scenario, {})
business_impact = default_scenario_data.get("business_impact", {})
metrics = default_scenario_data.get("metrics", {})
with gr.Row():
# Left Column: Scenario Selection & Live Visualization
with gr.Column(scale=1, variant="panel") as left_col:
# Scenario Selection with rich preview
scenario_dropdown = gr.Dropdown(
choices=list(scenarios.keys()),
value=default_scenario,
label="🎯 Select Incident Scenario",
info="Choose a production incident to analyze",
interactive=True,
container=False
)
# Scenario Card with rich information - USING INLINE STYLES
scenario_card = gr.HTML(f"""
<div style="border: 1px solid #e2e8f0; border-radius: 14px; padding: 20px; background: white; box-shadow: 0 4px 12px rgba(0,0,0,0.05); margin-bottom: 20px;">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 15px; padding-bottom: 12px; border-bottom: 2px solid #f1f5f9;">
<h3 style="margin: 0; font-size: 18px; color: #1e293b;">🚨 {default_scenario}</h3>
<span style="padding: 4px 12px; background: linear-gradient(135deg, #ef4444 0%, #dc2626 100%); border-radius: 20px; font-size: 12px; font-weight: bold; color: white; text-transform: uppercase; letter-spacing: 0.5px;">{default_scenario_data.get('severity', 'HIGH')}</span>
</div>
<div style="margin-top: 15px;">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 8px; padding: 4px 0;">
<span style="font-size: 13px; color: #64748b; font-weight: 500;">Component:</span>
<span style="font-size: 14px; color: #1e293b; font-weight: 600;">{default_scenario_data.get('component', 'Unknown').replace('_', ' ').title()}</span>
</div>
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 8px; padding: 4px 0;">
<span style="font-size: 13px; color: #64748b; font-weight: 500;">Affected Users:</span>
<span style="font-size: 14px; color: #1e293b; font-weight: 600;">{metrics.get('affected_users', 'Unknown') if 'affected_users' in metrics else 'Unknown'}</span>
</div>
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 8px; padding: 4px 0;">
<span style="font-size: 13px; color: #64748b; font-weight: 500;">Revenue Risk:</span>
<span style="font-size: 14px; color: #ef4444; font-weight: 700;">${business_impact.get('revenue_loss_per_hour', 0):,}/hour</span>
</div>
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 8px; padding: 4px 0;">
<span style="font-size: 13px; color: #64748b; font-weight: 500;">Detection Time:</span>
<span style="font-size: 14px; color: #1e293b; font-weight: 600;">45 seconds (ARF AI)</span>
</div>
<div style="display: flex; flex-wrap: wrap; gap: 6px; margin-top: 15px; padding-top: 12px; border-top: 1px solid #f1f5f9;">
<span style="padding: 3px 8px; background: #f1f5f9; border-radius: 6px; font-size: 11px; color: #475569; font-weight: 500;">{default_scenario_data.get('component', 'unknown').split('_')[0]}</span>
<span style="padding: 3px 8px; background: #f1f5f9; border-radius: 6px; font-size: 11px; color: #475569; font-weight: 500;">{default_scenario_data.get('severity', 'high').lower()}</span>
<span style="padding: 3px 8px; background: #f1f5f9; border-radius: 6px; font-size: 11px; color: #475569; font-weight: 500;">production</span>
<span style="padding: 3px 8px; background: #f1f5f9; border-radius: 6px; font-size: 11px; color: #475569; font-weight: 500;">incident</span>
</div>
</div>
</div>
""")
# Visualization section - USING gr.Plot() FOR PLOTLY FIGURES
with gr.Row():
with gr.Column(scale=1):
telemetry_header = gr.Markdown("### 📈 Live Telemetry")
# This expects a Plotly figure from app.py
telemetry_viz = gr.Plot(
label="",
show_label=False,
elem_id="telemetry_plot"
)
with gr.Column(scale=1):
impact_header = gr.Markdown("### 💰 Business Impact")
impact_viz = gr.Plot(
label="",
show_label=False,
elem_id="impact_plot"
)
# Middle Column: Agent Workflow
with gr.Column(scale=2, variant="panel") as middle_col:
# ============ MOVED: Safety Controls Section (Now appears BEFORE Agent Workflow) ============
# Mode Selection & Safety Controls
with gr.Row():
with gr.Column(scale=1):
approval_toggle = gr.CheckboxGroup(
choices=["👤 Require Human Approval"],
label="Safety Controls",
value=[],
info="Toggle human oversight"
)
with gr.Column(scale=2):
mcp_mode = gr.Radio(
choices=["🛡️ Advisory (OSS Only)", "👥 Approval", "⚡ Autonomous"],
value="🛡️ Advisory (OSS Only)",
label="MCP Safety Mode",
info="Control execution safety level",
interactive=True
)
# Agent Workflow Header
workflow_header = gr.Markdown("## 🔄 ARF Agent Workflow")
workflow_subheader = gr.Markdown("### How ARF transforms incidents into autonomous healing")
# Agent Status Cards - USING INLINE STYLES
with gr.Row():
detection_agent = gr.HTML("""
<div style="border: 2px solid #e2e8f0; border-radius: 14px; padding: 18px; background: #f8fafc; text-align: center; flex: 1; margin: 5px; min-height: 180px; display: flex; flex-direction: column; align-items: center; justify-content: center; opacity: 0.7;">
<div style="font-size: 32px; margin-bottom: 10px; opacity: 0.5;">🕵️♂️</div>
<div style="width: 100%;">
<h4 style="margin: 0 0 8px 0; font-size: 16px; color: #94a3b8;">Detection Agent</h4>
<p style="font-size: 13px; color: #cbd5e1; margin-bottom: 12px; line-height: 1.4;">Click "Run OSS Analysis" to activate</p>
<div style="display: flex; justify-content: space-around; margin-bottom: 12px;">
<span style="font-size: 11px; padding: 3px 8px; background: rgba(255, 255, 255, 0.5); border-radius: 6px; color: #cbd5e1; font-weight: 500;">Status: Inactive</span>
</div>
<div style="display: inline-block; padding: 5px 14px; background: #e2e8f0; border-radius: 20px; font-size: 12px; font-weight: bold; color: #64748b; text-transform: uppercase; letter-spacing: 0.5px;">WAITING</div>
</div>
</div>
""")
recall_agent = gr.HTML("""
<div style="border: 2px solid #e2e8f0; border-radius: 14px; padding: 18px; background: #f8fafc; text-align: center; flex: 1; margin: 5px; min-height: 180px; display: flex; flex-direction: column; align-items: center; justify-content: center; opacity: 0.7;">
<div style="font-size: 32px; margin-bottom: 10px; opacity: 0.5;">🧠</div>
<div style="width: 100%;">
<h4 style="margin: 0 0 8px 0; font-size: 16px; color: #94a3b8;">Recall Agent</h4>
<p style="font-size: 13px; color: #cbd5e1; margin-bottom: 12px; line-height: 1.4;">Click "Run OSS Analysis" to activate</p>
<div style="display: flex; justify-content: space-around; margin-bottom: 12px;">
<span style="font-size: 11px; padding: 3px 8px; background: rgba(255, 255, 255, 0.5); border-radius: 6px; color: #cbd5e1; font-weight: 500;">Status: Inactive</span>
</div>
<div style="display: inline-block; padding: 5px 14px; background: #e2e8f0; border-radius: 20px; font-size: 12px; font-weight: bold; color: #64748b; text-transform: uppercase; letter-spacing: 0.5px;">WAITING</div>
</div>
</div>
""")
decision_agent = gr.HTML("""
<div style="border: 2px solid #e2e8f0; border-radius: 14px; padding: 18px; background: #f8fafc; text-align: center; flex: 1; margin: 5px; min-height: 180px; display: flex; flex-direction: column; align-items: center; justify-content: center; opacity: 0.7;">
<div style="font-size: 32px; margin-bottom: 10px; opacity: 0.5;">🎯</div>
<div style="width: 100%;">
<h4 style="margin: 0 0 8px 0; font-size: 16px; color: #94a3b8;">Decision Agent</h4>
<p style="font-size: 13px; color: #cbd5e1; margin-bottom: 12px; line-height: 1.4;">Click "Run OSS Analysis" to activate</p>
<div style="display: flex; justify-content: space-around; margin-bottom: 12px;">
<span style="font-size: 11px; padding: 3px 8px; background: rgba(255, 255, 255, 0.5); border-radius: 6px; color: #cbd5e1; font-weight: 500;">Status: Inactive</span>
</div>
<div style="display: inline-block; padding: 5px 14px; background: #e2e8f0; border-radius: 20px; font-size: 12px; font-weight: bold; color: #64748b; text-transform: uppercase; letter-spacing: 0.5px;">WAITING</div>
</div>
</div>
""")
# OSS vs Enterprise Boundary Visualization
boundary_header = gr.Markdown("### 🎭 OSS vs Enterprise: The Safety Boundary")
with gr.Row():
oss_section = gr.HTML("""
<div style="padding: 20px; border-radius: 14px; margin-bottom: 15px; flex: 1; min-height: 320px; background: #f0f9ff; border: 2px solid #0ea5e9;">
<div style="display: flex; align-items: center; gap: 10px; margin-bottom: 15px; padding-bottom: 12px; border-bottom: 2px solid rgba(0, 0, 0, 0.1);">
<div style="font-size: 28px;">🆓</div>
<h3 style="margin: 0; font-size: 20px; color: #1e293b; flex: 1;">OSS Edition</h3>
<span style="padding: 4px 10px; background: rgba(255, 255, 255, 0.9); border-radius: 8px; font-size: 11px; font-weight: bold; color: #475569;">Apache 2.0</span>
</div>
<div style="margin-bottom: 20px; padding: 12px; background: rgba(255, 255, 255, 0.7); border-radius: 10px;">
<p style="margin: 0; font-size: 14px; color: #475569; font-weight: 500;"><strong>Analysis & Advisory Only</strong> - No execution, permanently safe</p>
</div>
<div style="background: white; border-radius: 12px; padding: 20px; box-shadow: 0 4px 12px rgba(0,0,0,0.05);">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 15px; padding-bottom: 10px; border-bottom: 1px solid #f1f5f9;">
<h4 style="margin: 0; font-size: 16px; color: #1e293b;">📝 Healing Intent Created</h4>
<span style="padding: 4px 10px; background: #dbeafe; color: #1d4ed8; border-radius: 6px; font-size: 12px; font-weight: bold;">94% confidence</span>
</div>
<div>
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Action:</strong> Scale Redis cluster from 3 to 5 nodes</p>
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Pattern Match:</strong> Similar incident resolved with scaling (87% success rate)</p>
<p style="margin: 8px 0; font-size= 14px; color: #475569;"><strong>Safety Check:</strong> ✅ Passed (blast radius: 2 services)</p>
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Estimated Impact:</strong> Reduce MTTR from 45min to 12min</p>
</div>
<div style="margin-top: 20px; text-align: center;">
<div style="height: 2px; background: linear-gradient(90deg, transparent, #3b82f6, transparent); margin: 8px 0;"></div>
<div style="font-size: 12px; font-weight: bold; padding: 6px 12px; background: #fee2e2; color: #dc2626; border-radius: 8px; display: inline-block;">🚫 OSS STOPS HERE - No execution</div>
<div style="height: 2px; background: linear-gradient(90deg, transparent, #3b82f6, transparent); margin: 8px 0;"></div>
</div>
</div>
</div>
""")
enterprise_section = gr.HTML("""
<div style="padding: 20px; border-radius: 14px; margin-bottom: 15px; flex: 1; min-height: 320px; background: #f0fdf4; border: 2px solid #10b981;">
<div style="display: flex; align-items: center; gap: 10px; margin-bottom: 15px; padding-bottom: 12px; border-bottom: 2px solid rgba(0, 0, 0, 0.1);">
<div style="font-size: 28px;">💰</div>
<h3 style="margin: 0; font-size: 20px; color: #1e293b; flex: 1;">Enterprise Edition</h3>
<span style="padding: 4px 10px; background: rgba(255, 255, 255, 0.9); border-radius: 8px; font-size: 11px; font-weight: bold; color: #475569;">Commercial</span>
</div>
<div style="margin-bottom: 20px; padding: 12px; background: rgba(255, 255, 255, 0.7); border-radius: 10px;">
<p style="margin: 0; font-size: 14px; color: #475569; font-weight: 500;"><strong>Full Execution & Learning</strong> - Autonomous healing with safety guarantees</p>
</div>
<div style="background: white; border-radius: 12px; padding: 20px; box-shadow: 0 4px 12px rgba(0,0,0,0.05);">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 15px; padding-bottom: 10px; border-bottom: 1px solid #f1f5f9;">
<h4 style="margin: 0; font-size: 16px; color: #1e293b;">⚡ Ready to Execute</h4>
<span style="padding: 4px 10px; background: #10b981; color: white; border-radius: 6px; font-size: 12px; font-weight: bold; text-transform: uppercase;">AUTONOMOUS</span>
</div>
<div>
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Mode:</strong> Autonomous (Requires Enterprise license)</p>
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Expected Recovery:</strong> 12 minutes (vs 45 min manual)</p>
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Cost Saved:</strong> <span style="color: #10b981; font-weight: 700;">$6,375</span></p>
<p style="margin: 8px 0; font-size= 14px; color: #475569;"><strong>Users Protected:</strong> 45,000 → 0 impacted</p>
</div>
<div style="margin-top: 20px; text-align: center;">
<div style="height: 2px; background: linear-gradient(90deg, transparent, #10b981, transparent); margin: 8px 0;"></div>
<div style="font-size: 12px; font-weight: bold; padding: 6px 12px; background: #dcfce7; color: #166534; border-radius: 8px; display: inline-block;">✅ Enterprise executes with MCP safety</div>
<div style="height: 2px; background: linear-gradient(90deg, transparent, #10b981, transparent); margin: 8px 0;"></div>
</div>
</div>
</div>
""")
# Execution Controls
with gr.Row():
with gr.Column(scale=1):
oss_btn = gr.Button(
"🆓 Run OSS Analysis",
variant="secondary",
size="lg"
)
oss_info = gr.Markdown("*Free, open-source analysis*")
with gr.Column(scale=1):
enterprise_btn = gr.Button(
"💰 Execute Enterprise Healing",
variant="primary",
size="lg"
)
enterprise_info = gr.Markdown("*Requires Enterprise license*")
# Timeline visualization
timeline_header = gr.Markdown("### ⏰ Incident Timeline")
timeline_viz = gr.Plot(
label="",
show_label=False,
elem_id="timeline_plot"
)
# ============ NEW: Realism Panel Section ============
realism_header = gr.Markdown("### 🎭 Realism: Trade-offs & Uncertainty")
realism_panel = gr.HTML(
value="""<div style="text-align: center; padding: 30px; color: #64748b;">
<div style="font-size: 48px; margin-bottom: 10px;">🔧</div>
<h4 style="margin: 0 0 10px 0;">Realism Panel</h4>
<p style="margin: 0;">Select a scenario to see ranked actions, risks, and trade-offs</p>
</div>""",
elem_id="realism_panel"
)
# Right Column: Results & Metrics
with gr.Column(scale=1, variant="panel") as right_col:
# Real-time Metrics Dashboard
metrics_header = gr.Markdown("## 📊 Performance Metrics")
# Metric Cards Grid - USING INLINE STYLES
with gr.Row():
detection_time = gr.HTML("""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid #3b82f6;">
<div style="font-size: 28px; margin-bottom: 10px;">⏱️</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Detection Time</h4>
<p style="font-size: 28px; font-weight: bold; color: #1e40af; margin: 8px 0;">45s</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">↓ 89% faster than average</p>
</div>
</div>
""")
mttr = gr.HTML("""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid #10b981;">
<div style="font-size: 28px; margin-bottom: 10px;">⚡</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Mean Time to Resolve</h4>
<p style="font-size: 28px; font-weight: bold; color: #10b981; margin: 8px 0;">12m</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">↓ 73% faster than manual</p>
</div>
</div>
""")
with gr.Row():
auto_heal = gr.HTML("""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid #8b5cf6;">
<div style="font-size: 28px; margin-bottom: 10px;">🤖</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Auto-Heal Rate</h4>
<p style="font-size: 28px; font-weight: bold; color: #8b5cf6; margin: 8px 0;">81.7%</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">↑ 5.4× industry average</p>
</div>
</div>
""")
savings = gr.HTML(f"""
<div style="border: 1px solid #e2e8f0; border-radius: 12px; padding: 18px; background: white; margin: 8px; text-align: center; flex: 1; min-width: 140px; border-left: 4px solid #f59e0b;">
<div style="font-size: 28px; margin-bottom: 10px;">💰</div>
<div>
<h4 style="margin: 0 0 8px 0; font-size: 14px; color: #64748b; font-weight: 600;">Cost Saved</h4>
<p style="font-size: 28px; font-weight: bold; color: #f59e0b; margin: 8px 0;">${int(business_impact.get('revenue_loss_per_hour', 8500) * 0.85 / 1000):.1f}K</p>
<p style="font-size: 12px; color: #64748b; margin: 0;">Per incident avoided</p>
</div>
</div>
""")
# Results Display Areas
oss_results_header = gr.Markdown("### 🆓 OSS Analysis Results")
oss_results_display = gr.JSON(
label="",
value={
"status": "Analysis Pending",
"agents": ["Detection", "Recall", "Decision"],
"mode": "Advisory Only",
"action": "Generate HealingIntent"
},
height=200
)
enterprise_results_header = gr.Markdown("### 💰 Enterprise Results")
enterprise_results_display = gr.JSON(
label="",
value={
"status": "Execution Pending",
"requires_license": True,
"available_modes": ["Approval", "Autonomous"],
"expected_outcome": "12m MTTR, $6.3K saved"
},
height=200
)
# Approval Status - USING INLINE STYLES
approval_display = gr.HTML("""
<div style="border: 2px solid #e2e8f0; border-radius: 14px; padding: 20px; background: white; margin-top: 20px;">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 15px; padding-bottom: 12px; border-bottom: 2px solid #f1f5f9;">
<h4 style="margin: 0; font-size: 16px; color: #1e293b;">👤 Human Approval Status</h4>
<span style="padding: 4px 12px; background: #10b981; color: white; border-radius: 8px; font-size: 12px; font-weight: bold; text-transform: uppercase;">Not Required</span>
</div>
<div style="margin-top: 15px;">
<p style="margin: 8px 0; font-size: 14px; color: #475569;"><strong>Current Mode:</strong> Advisory (OSS Only)</p>
<p style="margin: 8px 0; font-size: 14px; color: #475569; font-style: italic;">Switch to "Approval" mode to enable human-in-the-loop workflows</p>
<div style="display: flex; flex-direction: column; gap: 10px; margin-top: 20px;">
<div style="padding: 12px; background: #f8fafc; border-radius: 10px; border-left: 4px solid #3b82f6; font-size: 14px; color: #475569; font-weight: 500;">1. ARF generates intent</div>
<div style="padding: 12px; background: #f8fafc; border-radius: 10px; border-left: 4px solid #3b82f6; font-size: 14px; color: #475569; font-weight: 500;">2. Human reviews & approves</div>
<div style="padding: 12px; background: #f8fafc; border-radius: 10px; border-left: 4px solid #3b82f6; font-size: 14px; color: #475569; font-weight: 500;">3. ARF executes safely</div>
</div>
</div>
</div>
""")
# Demo Actions
demo_btn = gr.Button(
"▶️ Run Complete Demo Walkthrough",
variant="secondary",
size="lg"
)
demo_info = gr.Markdown("*Experience the full ARF workflow from detection to resolution*")
return (
# Left column returns
scenario_dropdown, scenario_card, telemetry_viz, impact_viz,
# Middle column returns (WITH REALISM PANEL)
workflow_header, detection_agent, recall_agent, decision_agent,
oss_section, enterprise_section, oss_btn, enterprise_btn,
approval_toggle, mcp_mode, timeline_viz, realism_panel,
# Right column returns
detection_time, mttr, auto_heal, savings,
oss_results_display, enterprise_results_display, approval_display, demo_btn
)
# -----------------------------
# Tab 2: Business ROI - Updated
# -----------------------------
def create_tab2_business_roi(scenarios=INCIDENT_SCENARIOS) -> tuple:
dashboard_output = gr.Plot(label="Executive Dashboard", show_label=True)
roi_scenario_dropdown = gr.Dropdown(
choices=list(scenarios.keys()),
value="Cache Miss Storm",
label="Scenario for ROI Analysis",
info="Select the primary incident type for ROI calculation"
)
monthly_slider = gr.Slider(
minimum=1,
maximum=50,
value=15,
step=1,
label="Monthly Incidents",
info="Average number of incidents per month"
)
team_slider = gr.Slider(
minimum=1,
maximum=50,
value=5,
step=1,
label="Team Size",
info="Number of engineers on reliability team"
)
calculate_btn = gr.Button("📊 Calculate Comprehensive ROI", variant="primary", size="lg")
roi_output = gr.JSON(label="ROI Analysis Results", value={})
roi_chart = gr.Plot(label="ROI Visualization")
return (dashboard_output, roi_scenario_dropdown, monthly_slider, team_slider,
calculate_btn, roi_output, roi_chart)
# -----------------------------
# Tab 3: Enterprise Features - UPDATED WITH INSTALLATION STATUS
# -----------------------------
def create_tab3_enterprise_features() -> tuple:
# Get installation status
try:
from app import get_installation_status
installation = get_installation_status()
license_data = {
"status": "✅ OSS Installed" if installation["oss_installed"] else "⚠️ OSS Not Installed",
"oss_version": installation["oss_version"] or "Not installed",
"enterprise_installed": installation["enterprise_installed"],
"enterprise_version": installation["enterprise_version"] or "Not installed",
"execution_allowed": installation["execution_allowed"],
"recommendations": installation["recommendations"],
"badges": installation["badges"]
}
# Update features table based on installation
features_data = [
["ARF OSS Package", "✅ Installed" if installation["oss_installed"] else "❌ Not Installed", "OSS"],
["Self-Healing Core", "✅ Active", "Enterprise"],
["RAG Graph Memory", "✅ Active", "Both"],
["Predictive Analytics", "🔒 Enterprise" if not installation["enterprise_installed"] else "✅ Available", "Enterprise"],
["Audit Trail", "🔒 Enterprise" if not installation["enterprise_installed"] else "✅ Available", "Enterprise"],
["Compliance (SOC2)", "🔒 Enterprise" if not installation["enterprise_installed"] else "✅ Available", "Enterprise"]
]
except ImportError:
# Fallback if installation check fails
license_data = {
"status": "⚠️ Installation Check Failed",
"oss_version": "Unknown",
"enterprise_installed": False,
"recommendations": ["Run installation check"]
}
features_data = [
["Self-Healing Core", "✅ Active", "Enterprise"],
["RAG Graph Memory", "✅ Active", "Both"],
["Predictive Analytics", "🔒 Enterprise", "Enterprise"],
["Audit Trail", "🔒 Enterprise", "Enterprise"],
["Compliance (SOC2)", "🔒 Enterprise", "Enterprise"],
["Multi-Cloud", "🔒 Enterprise", "Enterprise"]
]
license_display = gr.JSON(
value=license_data,
label="📦 Package Installation Status"
)
validate_btn = gr.Button("🔍 Validate Installation", variant="secondary")
trial_btn = gr.Button("🆓 Start 30-Day Trial", variant="secondary")
upgrade_btn = gr.Button("🚀 Upgrade to Enterprise", variant="primary")
mcp_mode = gr.Dropdown(
choices=["advisory", "approval", "autonomous"],
value="advisory",
label="MCP Safety Mode"
)
# Initial mode info
mcp_mode_info = gr.JSON(
value={
"current_mode": "advisory",
"description": "OSS Edition - Analysis only, no execution",
"features": ["Incident analysis", "RAG similarity", "HealingIntent creation"],
"package": "agentic-reliability-framework==3.3.7",
"license": "Apache 2.0"
},
label="Mode Details"
)
integrations_data = [
["Prometheus", "✅ Connected", "Monitoring"],
["Grafana", "✅ Connected", "Visualization"],
["Slack", "🔒 Enterprise", "Notifications"],
["PagerDuty", "🔒 Enterprise", "Alerting"],
["Jira", "🔒 Enterprise", "Ticketing"],
["Datadog", "🔒 Enterprise", "Monitoring"]
]
features_table = gr.Dataframe(
headers=["Feature", "Status", "Edition"],
value=features_data,
label="Feature Comparison"
)
integrations_table = gr.Dataframe(
headers=["Integration", "Status", "Type"],
value=integrations_data,
label="Integration Status"
)
return (license_display, validate_btn, trial_btn, upgrade_btn,
mcp_mode, mcp_mode_info, features_table, integrations_table)
# -----------------------------
# Tab 4: Audit Trail
# -----------------------------
def create_tab4_audit_trail() -> tuple:
refresh_btn = gr.Button("🔄 Refresh Audit Trail", variant="secondary")
clear_btn = gr.Button("🗑️ Clear History", variant="secondary")
export_btn = gr.Button("📥 Export as JSON", variant="primary")
execution_headers = ["Time", "Scenario", "Mode", "Status", "Savings", "Details"]
incident_headers = ["Time", "Component", "Scenario", "Severity", "Status"]
execution_table = gr.Dataframe(
headers=execution_headers,
value=[],
label="Execution History"
)
incident_table = gr.Dataframe(
headers=incident_headers,
value=[],
label="Incident History"
)
export_text = gr.JSON(
value={"status": "Export ready"},
label="Export Data"
)
return (refresh_btn, clear_btn, export_btn, execution_table, incident_table, export_text)
# -----------------------------
# Tab 5: Learning Engine
# -----------------------------
def create_tab5_learning_engine() -> tuple:
learning_graph = gr.Plot(label="RAG Memory Graph")
graph_type = gr.Dropdown(
choices=["Incident Patterns", "Action-Outcome Chains", "System Dependencies"],
value="Incident Patterns",
label="Graph Type"
)
show_labels = gr.Checkbox(label="Show Labels", value=True)
search_query = gr.Textbox(label="Search Patterns", placeholder="Enter pattern to search...")
search_btn = gr.Button("🔍 Search Patterns", variant="secondary")
clear_btn_search = gr.Button("🗑️ Clear Search", variant="secondary")
search_results = gr.JSON(
value={"status": "Ready for search"},
label="Search Results"
)
stats_display = gr.JSON(
value={"patterns": 42, "incidents": 156, "success_rate": "87.3%"},
label="Learning Statistics"
)
patterns_display = gr.JSON(
value={"common_patterns": ["cache_storm", "db_pool", "memory_leak"]},
label="Pattern Library"
)
performance_display = gr.JSON(
value={"accuracy": "94.2%", "recall": "89.7%", "precision": "92.1%"},
label="Agent Performance"
)
return (learning_graph, graph_type, show_labels, search_query, search_btn,
clear_btn_search, search_results, stats_display, patterns_display, performance_display)
# -----------------------------
# Realism Panel Component
# -----------------------------
def create_realism_panel(scenario_data: Dict, scenario_name: str) -> gr.HTML:
"""
Create a realism panel showing ranked actions, risks, and uncertainty.
This makes ARF look cautious, opinionated, and enterprise-seasoned.
"""
realism = scenario_data.get("realism", {})
ranked_actions = realism.get("ranked_actions", [])
# Build ranked actions HTML
actions_html = ""
for action in ranked_actions:
rank_color = "#10b981" if action["rank"] == 1 else "#f59e0b" if action["rank"] == 2 else "#ef4444"
status = "✅ RECOMMENDED" if action["rank"] == 1 else "🟡 SECONDARY" if action["rank"] == 2 else "🔴 REJECTED"
actions_html += f"""
<div style="border: 2px solid {rank_color}; border-radius: 12px; padding: 16px;
background: {rank_color}10; margin-bottom: 12px;">
<div style="display: flex; justify-content: space-between; align-items: flex-start; margin-bottom: 10px;">
<div>
<div style="display: flex; align-items: center; gap: 10px; margin-bottom: 5px;">
<div style="width: 24px; height: 24px; background: {rank_color};
color: white; border-radius: 50%; display: flex; align-items: center;
justify-content: center; font-size: 12px; font-weight: bold;">
{action['rank']}
</div>
<span style="font-size: 14px; font-weight: 600; color: #1e293b;">
{status} • {action['confidence']}% confidence
</span>
</div>
<p style="font-size: 14px; color: #475569; margin: 8px 0; font-weight: 500;">
{action['action']}
</p>
</div>
<div style="padding: 6px 12px; background: {rank_color}20; border-radius: 20px;
font-size: 12px; font-weight: bold; color: {rank_color};">
{action['confidence']}%
</div>
</div>
<div style="font-size: 13px; color: #64748b; margin: 8px 0; line-height: 1.5;">
<strong>Rationale:</strong> {action.get('rationale', 'No rationale provided')}
</div>
{"<div style='font-size: 13px; color: #dc2626; margin: 8px 0; padding: 8px; background: #fef2f2; border-radius: 6px; border-left: 3px solid #dc2626;'><strong>⚠️ Risk:</strong> " + action['risk'] + "</div>" if action.get('risk') else ""}
{"<div style='font-size: 13px; color: #92400e; margin: 8px 0; padding: 8px; background: #fffbeb; border-radius: 6px; border-left: 3px solid #f59e0b;'><strong>🔄 Trade-off:</strong> " + action['tradeoff'] + "</div>" if action.get('tradeoff') else ""}
{"<div style='font-size: 13px; color: #b45309; margin: 8px 0; padding: 8px; background: #fef3c7; border-radius: 6px; border-left: 3px solid #f59e0b;'><strong>⏱️ Execution:</strong> " + action['execution_time'] + "</div>" if action.get('execution_time') else ""}
{"<div style='font-size: 13px; color: #b91c1c; margin: 8px 0; padding: 8px; background: #fee2e2; border-radius: 6px; border-left: 3px solid #ef4444;'><strong>🚫 Rejected:</strong> " + action['rejection_reason'] + "</div>" if action.get('rejection_reason') else ""}
{"<div style='font-size: 13px; color: #7c3aed; margin: 8px 0; padding: 8px; background: #f5f3ff; border-radius: 6px; border-left: 3px solid #8b5cf6;'><strong>🛡️ Safety:</strong> " + action['safety_override'] + "</div>" if action.get('safety_override') else ""}
</div>
"""
# Build competing hypotheses (for Network Partition scenario)
hypotheses_html = ""
if realism.get("competing_hypotheses"):
hypotheses_html = """
<div style="margin-top: 20px; padding-top: 20px; border-top: 2px solid #e2e8f0;">
<div style="font-size: 15px; font-weight: 600; color: #1e293b; margin-bottom: 15px;">
🧠 Competing Hypotheses
</div>
"""
for hypo in realism["competing_hypotheses"]:
hypotheses_html += f"""
<div style="display: flex; align-items: center; gap: 15px; margin-bottom: 12px; padding: 12px;
background: #f8fafc; border-radius: 8px;">
<div style="font-size: 24px; color: #3b82f6;">?</div>
<div style="flex: 1;">
<div style="font-size: 14px; font-weight: 500; color: #1e293b; margin-bottom: 4px;">
{hypo['cause']} ({hypo['confidence']}%)
</div>
<div style="font-size: 12px; color: #64748b; margin-bottom: 6px;">
{hypo['evidence']}
</div>
<div style="font-size: 11px; color: #475569; font-weight: 500;">
Investigation: {hypo['investigation_path']}
</div>
</div>
<div style="width: 60px; height: 60px; background: conic-gradient(#3b82f6 0% {hypo['confidence']}%, #e2e8f0 {hypo['confidence']}% 100%);
border-radius: 50%; display: flex; align-items: center; justify-content: center;">
<div style="width: 50px; height: 50px; background: white; border-radius: 50%;
display: flex; align-items: center; justify-content: center; font-size: 14px; font-weight: bold; color: #1e293b;">
{hypo['confidence']}%
</div>
</div>
</div>
"""
hypotheses_html += "</div>"
# Build risk assessment panel
risk_html = ""
if realism.get("risk_assessment"):
risk_html = """
<div style="margin-top: 20px; padding-top: 20px; border-top: 2px solid #e2e8f0;">
<div style="font-size: 15px; font-weight: 600; color: #1e293b; margin-bottom: 15px;">
⚠️ Risk Assessment
</div>
<div style="display: grid; grid-template-columns: repeat(2, 1fr); gap: 12px;">
"""
for key, value in realism["risk_assessment"].items():
risk_html += f"""
<div style="padding: 12px; background: #f8fafc; border-radius: 8px; border-left: 4px solid #f59e0b;">
<div style="font-size: 12px; color: #64748b; text-transform: uppercase; margin-bottom: 4px;">
{key.replace('_', ' ').title()}
</div>
<div style="font-size: 14px; font-weight: 600; color: #92400e;">
{value}
</div>
</div>
"""
risk_html += "</div></div>"
# Build confidence degradation panel
confidence_html = ""
if realism.get("confidence_degradation"):
conf = realism["confidence_degradation"]
confidence_html = f"""
<div style="margin-top: 20px; padding-top: 20px; border-top: 2px solid #e2e8f0;">
<div style="font-size: 15px; font-weight: 600; color: #1e293b; margin-bottom: 15px;">
⏱️ Confidence Degradation Over Time
</div>
<div style="background: #f8fafc; border-radius: 10px; padding: 20px;">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 15px;">
<div style="text-align: center;">
<div style="font-size: 28px; font-weight: 700; color: #10b981;">{conf['initial']}%</div>
<div style="font-size: 12px; color: #64748b;">Initial Confidence</div>
</div>
<div style="font-size: 24px; color: #94a3b8;">→</div>
<div style="text-align: center;">
<div style="font-size: 28px; font-weight: 700; color: #f59e0b;">{conf['after_8_min']}%</div>
<div style="font-size: 12px; color: #64748b;">After 8 minutes</div>
</div>
<div style="font-size: 24px; color: #94a3b8;">→</div>
<div style="text-align: center;">
<div style="font-size: 28px; font-weight: 700; color: #ef4444;">{conf['after_15_min']}%</div>
<div style="font-size: 12px; color: #64748b;">After 15 minutes</div>
</div>
</div>
<div style="height: 10px; background: #e2e8f0; border-radius: 5px; margin: 20px 0; position: relative;">
<div style="position: absolute; left: 0; width: 100%; height: 100%; background: linear-gradient(90deg, #10b981, #f59e0b, #ef4444); border-radius: 5px;"></div>
<div style="position: absolute; left: {conf['escalation_threshold']}%; top: -5px; width: 2px; height: 20px; background: #1e293b;"></div>
<div style="position: absolute; left: {conf['escalation_threshold']}%; top: 25px; font-size: 11px; color: #64748b; transform: translateX(-50%);">
Escalation at {conf['escalation_threshold']}%
</div>
</div>
<div style="padding: 12px; background: #fef3c7; border-radius: 8px; border-left: 4px solid #f59e0b;">
<div style="font-size: 13px; color: #92400e; font-weight: 500;">
⚠️ ARF escalates to human operators when confidence drops below {conf['escalation_threshold']}%
</div>
<div style="font-size: 12px; color: #b45309; margin-top: 5px;">
This prevents autonomous execution in high-uncertainty scenarios
</div>
</div>
</div>
</div>
"""
# Build "What ARF Will NOT Do" panel (global)
wont_do_html = """
<div style="margin-top: 20px; padding-top: 20px; border-top: 2px solid #e2e8f0;">
<div style="font-size: 15px; font-weight: 600; color: #1e293b; margin-bottom: 15px;">
🚫 What ARF Will NOT Do (Safety Boundaries)
</div>
<div style="background: linear-gradient(135deg, #fef2f2 0%, #fee2e2 100%);
border: 2px solid #ef4444; border-radius: 12px; padding: 20px;">
<div style="display: grid; grid-template-columns: repeat(2, 1fr); gap: 15px;">
<div style="display: flex; align-items: flex-start; gap: 10px;">
<div style="font-size: 20px; color: #ef4444;">⛔</div>
<div>
<div style="font-size: 14px; font-weight: 600; color: #7f1d1d;">Restart stateful leaders</div>
<div style="font-size: 12px; color: #b91c1c;">During peak traffic or elections</div>
</div>
</div>
<div style="display: flex; align-items: flex-start; gap: 10px;">
<div style="font-size: 20px; color: #ef4444;">⛔</div>
<div>
<div style="font-size: 14px; font-weight: 600; color: #7f1d1d;">Apply schema changes</div>
<div style="font-size: 12px; color: #b91c1c;">To production databases autonomously</div>
</div>
</div>
<div style="display: flex; align-items: flex-start; gap: 10px;">
<div style="font-size: 20px; color: #ef4444;">⛔</div>
<div>
<div style="font-size: 14px; font-weight: 600; color: #7f1d1d;">Exceed API limits</div>
<div style="font-size: 12px; color: #b91c1c;">Contractual or rate limits</div>
</div>
</div>
<div style="display: flex; align-items: flex-start; gap: 10px;">
<div style="font-size: 20px; color: #ef4444;">⛔</div>
<div>
<div style="font-size: 14px; font-weight: 600; color: #7f1d1d;">Modify ACLs/RBAC</div>
<div style="font-size: 12px; color: #b91c1c;">Security permissions autonomously</div>
</div>
</div>
</div>
<div style="margin-top: 15px; padding: 12px; background: rgba(255, 255, 255, 0.7);
border-radius: 8px; border-left: 4px solid #dc2626;">
<div style="font-size: 13px; color: #7f1d1d; font-weight: 500;">
These boundaries ensure ARF operates within safe, reversible limits.
Enterprise edition adds approval workflows for edge cases.
</div>
</div>
</div>
</div>
"""
# Combine all panels
full_html = f"""
<div style="border: 2px solid #3b82f6; border-radius: 16px; padding: 25px;
background: linear-gradient(135deg, #f0f9ff 0%, #ffffff 100%);">
<div style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 20px;">
<div>
<h3 style="margin: 0 0 8px 0; font-size: 18px; color: #1e293b; font-weight: 700;">
🎯 Ranked Healing Intents
</h3>
<p style="margin: 0; font-size: 13px; color: #64748b;">
ARF evaluates multiple options with confidence scores and risk assessments
</p>
</div>
<div style="padding: 8px 16px; background: #dbeafe; color: #1e40af;
border-radius: 20px; font-size: 12px; font-weight: bold;">
REALISM UPGRADE v3.3.9+
</div>
</div>
{actions_html}
{hypotheses_html}
{risk_html}
{confidence_html}
{wont_do_html}
<!-- ROI as Ranges -->
<div style="margin-top: 20px; padding-top: 20px; border-top: 2px solid #e2e8f0;">
<div style="font-size: 15px; font-weight: 600; color: #1e293b; margin-bottom: 15px;">
📈 Realistic ROI Estimates (Ranges)
</div>
<div style="display: grid; grid-template-columns: repeat(3, 1fr); gap: 15px;">
<div style="text-align: center; padding: 15px; background: #f8fafc; border-radius: 10px;">
<div style="font-size: 16px; font-weight: 700; color: #10b981;">$5.8K – $7.2K</div>
<div style="font-size: 12px; color: #64748b;">Cost Avoided</div>
<div style="font-size: 11px; color: #94a3b8; margin-top: 5px;">Estimated range</div>
</div>
<div style="text-align: center; padding: 15px; background: #f8fafc; border-radius: 10px;">
<div style="font-size: 16px; font-weight: 700; color: #10b981;">4.8× – 5.6×</div>
<div style="font-size: 12px; color: #64748b;">ROI Multiplier</div>
<div style="font-size: 11px; color: #94a3b8; margin-top: 5px;">Confidence interval</div>
</div>
<div style="text-align: center; padding: 15px; background: #f8fafc; border-radius: 10px;">
<div style="font-size: 16px; font-weight: 700; color: #10b981;">68% – 87%</div>
<div style="font-size: 12px; color: #64748b;">Success Rate</div>
<div style="font-size: 11px; color: #94a3b8; margin-top: 5px;">Based on similar incidents</div>
</div>
</div>
<div style="margin-top: 15px; padding: 12px; background: #f0fdf4; border-radius: 8px;">
<div style="font-size: 13px; color: #065f46; text-align: center; font-weight: 500;">
📊 Real systems have ranges, not single-point estimates. ARF shows uncertainty honestly.
</div>
</div>
</div>
<!-- Engineering Insight -->
<div style="margin-top: 20px; padding: 20px; background: #f8fafc; border-radius: 12px;
border-left: 4px solid #3b82f6;">
<div style="display: flex; align-items: flex-start; gap: 15px;">
<div style="font-size: 32px;">🎭</div>
<div>
<div style="font-size: 14px; font-weight: 600; color: #1e293b; margin-bottom: 8px;">
What Senior SREs Expect at 3 a.m.
</div>
<div style="font-size: 13px; color: #475569; line-height: 1.6;">
"Real systems hesitate. Real systems explain risk. Real systems earn trust.
ARF shows multiple options with confidence scores because in production,
there's never a single perfect answer—just trade-offs managed carefully."
</div>
</div>
</div>
</div>
</div>
"""
return gr.HTML(full_html)
# -----------------------------
# Footer
# -----------------------------
def create_footer() -> gr.HTML:
return gr.HTML("""
<div style="text-align: center; padding: 25px; color: #6b7280; font-size: 14px; margin-top: 40px; border-top: 2px solid #e5e7eb; background: #f9fafb; border-radius: 12px;">
<p><strong style="color: #1e293b; font-size: 16px;">Agentic Reliability Framework</strong> © 2026</p>
<p>Production-grade multi-agent AI for autonomous system reliability intelligence</p>
<div style="margin-top: 15px; display: flex; justify-content: center; gap: 20px; flex-wrap: wrap;">
<a href="https://github.com/petterjuan/agentic-reliability-framework" target="_blank" style="color: #3b82f6; text-decoration: none; font-weight: 500;">GitHub</a> •
<a href="https://huggingface.co/spaces/petter2025/agentic-reliability-framework" target="_blank" style="color: #3b82f6; text-decoration: none; font-weight: 500;">Demo</a> •
<a href="https://pypi.org/project/agentic-reliability-framework" target="_blank" style="color: #3b82f6; text-decoration: none; font-weight: 500;">PyPI</a> •
<a href="mailto:petter2025us@outmail.com" style="color: #3b82f6; text-decoration: none; font-weight: 500;">Enterprise Inquiries</a>
</div>
</div>
""") |